Human Control
Symbolic Oversight
Symbolic oversight is human presence or review that lacks the practical capacity to alter system trajectory.
What It Explains
The problem this framework makes visible.
Why a human can remain in the loop after control has already disappeared.
Framework Development
Canonical expansion follows.
Launch page active
This page establishes the permanent URL, research classification, definition, and visual identity for the framework. Add the full mechanism, failure signatures, related publications, and dedicated framework visual as the corpus is populated.